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基于空间调制的水下物联网络中不等错误保护的水下图像传输

Underwater Image Transmission Using Spatial Modulation Unequal Error Protection for Internet of Underwater Things.

机构信息

Department of Information and Communication, School of Informatics, Xiamen University, Xiamen 361005, China.

Electrical Engineering Department, Faculty of Engineering, Aswan University, Aswan 81542, Egypt.

出版信息

Sensors (Basel). 2019 Nov 29;19(23):5271. doi: 10.3390/s19235271.

Abstract

A spatial modulation (SM) scheme has been developed as a hopeful candidate for spectral and energy-efficient wireless communication systems, as it provides a great judgment for the system performance, data transmission rate, receiver complexity, and energy/spectrum efficiency. In SM, the data is conveyed by both habitual M-ary signal constellations and the transmit antennas indices. Therefore, the system data rate improvement due to the side information bits transmitted, encapsulated in indices of the transmit antennas, improves the SM transmission efficiency compared to the different MIMO players. The information bits transmitted over the antenna index and data symbol constellation using M-ary signal performance have different levels of bit error rate (BER) performance. This paper proposes unequal error protection (UEP) scheme for image transmission over the Internet of Underwater Things (IoUTs) using SM. The Set Partitioning in Hierarchical Trees (SPIHT) coders encode the underwater image and classify the encoded bits in two categories: critical and uncritical bits. The critical bits are transmitted over the SM index bits and have a low BER while the uncritical bits are transmitted over high order M-ary signal constellation to resolve the underwater acoustic channel bandwidth limitation problem. The proposed SM-UEP technique has been developed carefully with enough justification and evaluation over the measured underwater acoustic channel and the simulated channel. The simulation results show that the proposed SM-UEP can increase the average peak signal-to-noise ratio (PSNR) of the reconstructed received image considerably, and significantly.

摘要

一种空间调制(SM)方案已经被开发出来,作为一种有前途的频谱和能效无线通信系统的候选方案,因为它为系统性能、数据传输速率、接收机复杂度和能量/频谱效率提供了很好的判断。在 SM 中,数据通过惯用的 M 进制信号星座和发射天线索引来传输。因此,与不同的 MIMO 方案相比,由于通过发射天线索引传输的侧信息比特以及封装在索引中的数据符号星座,可以提高系统数据速率,从而提高 SM 传输效率。通过 M 进制信号性能传输的天线索引和数据符号星座上的信息比特具有不同的误比特率(BER)性能水平。本文提出了一种使用 SM 的互联网水下事物(IoUT)图像传输的不等错误保护(UEP)方案。分层树集分割(SPIHT)编码器对水下图像进行编码,并将编码比特分为两类:关键比特和非关键比特。关键比特通过 SM 索引比特传输,具有较低的 BER,而非关键比特通过高阶 M 进制信号星座传输,以解决水声信道带宽限制问题。所提出的 SM-UEP 技术已经在测量的水声信道和模拟信道上进行了仔细的开发,并进行了充分的论证和评估。仿真结果表明,所提出的 SM-UEP 可以显著提高接收图像的平均峰值信噪比(PSNR)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/00d1/6929130/a07ba771659e/sensors-19-05271-g001.jpg

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